METRIXLAB
1 Intoduction
This report is one of 493,845 that I will make, and one of 104,070,413 that could be made.
I “toke” the 1.4 TB Linked-In data that was breached in 2020, and turned it into some insights to power my job HUNT.
The insights I could share in this report, that are also related to my goals, are:
- Industry base recruitment trend.
- Company base workforce timeline.
- Current/part workforce info:
- Basic info: Name, job title, status, social link. I could add geo-location for some that have the data, but it would look creepy.
- Their work period.
- Their experiences.
2 About me
Salutations; I’m Joseph, a self-taught data analyst, engineer, and scraper.
Despite life’s challenges, my goal remains a remote job, either full or part-time, and having friends to tackle the challenges of this changing world with.
To show my skills and dedication, I made a project that yielded this tailored report.
3 About the project
3.1 How this project comes to life?
First time I searched for a remote job I scraped contact info from Google map, then switch to LinkedIn… But I could never contact anyone on a “personal level”; So, I remembered the existance of a 2020 LinkedIn data leak and decided to give it a try.
The tools I used are: Python, Polars, and DuckDB
3.2 The process
The process was done in my local machine, and it was as followed.

4 General graphs
4.1 market research indestry’s yearly new recruit count
4.2 metrixlab’s workforce status over the years
5 Workforce sample
5.1 Alan Distassio
Job title: Research team leader - product innovation
Associated: True
Socials: https://linkedin.com/in/alandistassio
5.1.1 Alan Distassio’s working period at metrixlab
5.1.2 Gantt plot of Alan Distassio’s experience
5.2 Alexander Kleijngeld
Job title: Senior director, solution consultancy
Associated: True
Socials: https://linkedin.com/in/alexanderkleijngeld | https://linkedin.com/in/alexander-kleijngeld-67a22b1
5.2.1 Alexander Kleijngeld’s working period at metrixlab
5.2.2 Gantt plot of Alexander Kleijngeld’s experience
5.3 Anna Frano
Job title: Senior vice president, client partner
Associated: True
Socials: https://linkedin.com/in/anna-frano-aa58363 | https://linkedin.com/in/anna-unger-frano-aa58363
5.3.1 Anna Frano’s working period at metrixlab
5.3.2 Gantt plot of Anna Frano’s experience
5.4 Anthony Yuen
Job title: Associate director - team lead
Associated: True
Socials: https://linkedin.com/in/yuenanthony
5.4.1 Anthony Yuen’s working period at metrixlab
5.4.2 Gantt plot of Anthony Yuen’s experience
5.5 Arne Luteijn
Job title: Senior research manager | teamlead brand engagement
Associated: True
Socials: https://linkedin.com/in/arneluteijn
5.5.1 Arne Luteijn’s working period at metrixlab
5.5.2 Gantt plot of Arne Luteijn’s experience
5.6 Ashish Ubriani
Job title: Senior project manager
Associated: True
Socials: https://linkedin.com/in/ashish-ubriani-33a77414 | https://facebook.com/ashish.ubriani
5.6.1 Ashish Ubriani’s working period at metrixlab
5.6.2 Gantt plot of Ashish Ubriani’s experience
5.7 Barbara Du Perron
Job title: Director, global knowledge innovation consulting
Associated: True
Socials: https://linkedin.com/in/barbara-du-perron-1b0ba32 | https://facebook.com/barbara.duperron
5.7.1 Barbara Du Perron’s working period at metrixlab
5.7.2 Gantt plot of Barbara Du Perron’s experience
5.8 Benjamin Piper
Job title: Vice president
Associated: True
Socials: https://twitter.com/benjamincpiper | https://linkedin.com/in/benjamin-piper-1b965 | https://facebook.com/ben.piper.3538 | https://klout.com/benjamincpiper | https://linkedin.com/in/benjamincpiper
5.8.1 Benjamin Piper’s working period at metrixlab
5.8.2 Gantt plot of Benjamin Piper’s experience
5.9 Bharath Marikanti
Job title: Junior analyst
Associated: True
Socials: https://linkedin.com/in/bharath-reddy-marikanti-3b4aa93b
5.9.1 Bharath Marikanti’s working period at metrixlab
5.9.2 Gantt plot of Bharath Marikanti’s experience
5.10 Biswaroop Chatterjee
Job title: Director
Associated: True
Socials: https://linkedin.com/in/biswaroop-chatterjee-b67a4028
5.10.1 Biswaroop Chatterjee’s working period at metrixlab
5.10.2 Gantt plot of Biswaroop Chatterjee’s experience
5.11 Campbell Fitch
Job title: Global human resources director
Associated: False
Socials: https://linkedin.com/in/campbell-fitch-9512446
5.11.1 Campbell Fitch’s working period at metrixlab
5.11.2 Gantt plot of Campbell Fitch’s experience
5.12 Chems-Eddine Makhtout
Job title: Financial controller - ad int
Associated: True
Socials: https://linkedin.com/in/chemseddine
5.12.1 Chems-Eddine Makhtout’s working period at metrixlab
5.12.2 Gantt plot of Chems-Eddine Makhtout’s experience
5.13 Chuck Sakany
Job title: Client development, vice president
Associated: True
Socials: https://facebook.com/csakany | https://linkedin.com/in/chuck-sakany-1a256a8
5.13.1 Chuck Sakany’s working period at metrixlab
5.13.2 Gantt plot of Chuck Sakany’s experience
5.14 Dan Campbell
Job title: Vp, brand engagement and innovation solutions
Associated: False
Socials: https://linkedin.com/in/dancampbelladmeasurement | https://linkedin.com/in/dancampbellny | https://linkedin.com/in/dcampbellbrandresearch | https://twitter.com/dsoupbone | https://linkedin.com/in/dan-campbell-49610a | https://facebook.com/daniel.r.campbell | https://angel.co/dan-campbell-2
5.14.1 Dan Campbell’s working period at metrixlab
5.14.2 Gantt plot of Dan Campbell’s experience
5.15 Dan Kent-Smith
Job title: Client director
Associated: True
Socials: https://linkedin.com/in/dan-kent-smith-a8352512 | https://linkedin.com/in/dankentsmith
5.15.1 Dan Kent-Smith’s working period at metrixlab
5.15.2 Gantt plot of Dan Kent-Smith’s experience
5.16 Emanuele Carioti
Job title: Opinionista opionionbar.com - metrixlab nederland b v
Associated: False
Socials: https://twitter.com/emanuelecarioti | https://linkedin.com/in/emanuele-carioti-61333718 | https://facebook.com/emanuelecarioti
5.16.1 Emanuele Carioti’s working period at metrixlab
5.16.2 Gantt plot of Emanuele Carioti’s experience
5.17 Erika Roman
Job title: Senior research manager
Associated: True
Socials: https://linkedin.com/in/erikaroman
5.17.1 Erika Roman’s working period at metrixlab
5.17.2 Gantt plot of Erika Roman’s experience
5.18 Esther Heuvelman
Job title: Director methods and process
Associated: True
Socials: https://linkedin.com/in/esther-heuvelman-38b8907
5.18.1 Esther Heuvelman’s working period at metrixlab
5.18.2 Gantt plot of Esther Heuvelman’s experience
5.19 Eva Van Dueren Den Hollander
Job title: Stagiair
Associated: True
Socials: https://linkedin.com/in/eva-van-dueren-den-hollander-8066b1151
5.19.1 Eva Van Dueren Den Hollander’s working period at metrixlab
5.19.2 Gantt plot of Eva Van Dueren Den Hollander’s experience
5.20 Gayatri Srikant
Job title: Managing director
Associated: True
Socials: https://facebook.com/gayatri.srikant | https://linkedin.com/in/gayatri-srikant-89658a20
5.20.1 Gayatri Srikant’s working period at metrixlab
5.20.2 Gantt plot of Gayatri Srikant’s experience
5.21 Gina Eckardt
Job title: Senior qualitative research manager
Associated: True
Socials: https://linkedin.com/in/gina-eckardt-5a253813
5.21.1 Gina Eckardt’s working period at metrixlab
5.21.2 Gantt plot of Gina Eckardt’s experience
5.22 Goutham Goli
Job title: ****
Associated: True
Socials: https://linkedin.com/in/goutham-goli-6a6616141
5.22.1 Goutham Goli’s working period at metrixlab
5.22.2 Gantt plot of Goutham Goli’s experience
5.23 Greg Bontempo
Job title: Senior project manager
Associated: True
Socials: https://linkedin.com/in/gregorybontempo
5.23.1 Greg Bontempo’s working period at metrixlab
5.23.2 Gantt plot of Greg Bontempo’s experience
5.24 Hans Van Lochem
Job title: Director
Associated: True
Socials: https://linkedin.com/in/hans-van-lochem-3996b75
5.24.1 Hans Van Lochem’s working period at metrixlab
5.24.2 Gantt plot of Hans Van Lochem’s experience
5.25 Hans Verhulst
Job title: Global human resources director
Associated: True
Socials: https://linkedin.com/in/hansverhulstgfk | https://linkedin.com/in/hans-verhulst-4591b22 | https://twitter.com/hansverhulst
5.25.1 Hans Verhulst’s working period at metrixlab
5.25.2 Gantt plot of Hans Verhulst’s experience
5.26 Helene Pavlidis
Job title: Vice president
Associated: True
Socials: https://linkedin.com/in/helenepavlidis
5.26.1 Helene Pavlidis’s working period at metrixlab
5.26.2 Gantt plot of Helene Pavlidis’s experience
5.27 Jan Philippa
Job title: Relationship director
Associated: True
Socials: https://linkedin.com/in/jan-philippa-0061972
5.27.1 Jan Philippa’s working period at metrixlab
5.27.2 Gantt plot of Jan Philippa’s experience
5.28 Jasen Holness
Job title: Senior vice president - agency and media practice
Associated: True
Socials: https://linkedin.com/in/jasen-holness-47944a28
5.28.1 Jasen Holness’s working period at metrixlab
5.28.2 Gantt plot of Jasen Holness’s experience
5.29 Jason Walker
Job title: Team leader - product innovation
Associated: True
Socials: https://linkedin.com/in/jason-walker-bbb4225
5.29.1 Jason Walker’s working period at metrixlab
5.29.2 Gantt plot of Jason Walker’s experience
5.30 Jay Pluhar
Job title: Executive vice president - global knowledge innovation consulting
Associated: True
Socials: https://linkedin.com/in/jay-pluhar-403297
5.30.1 Jay Pluhar’s working period at metrixlab
5.30.2 Gantt plot of Jay Pluhar’s experience
5.31 Kathy Relias
Job title: Regional vice president
Associated: False
Socials: https://linkedin.com/in/kathleen-relias-9675913 | https://linkedin.com/in/kathy-relias-9675913
5.31.1 Kathy Relias’s working period at metrixlab
5.31.2 Gantt plot of Kathy Relias’s experience
5.32 Lauren Geissler
Job title: Senior research manager
Associated: True
Socials: https://linkedin.com/in/lauren-geissler-aa710428
5.32.1 Lauren Geissler’s working period at metrixlab
5.32.2 Gantt plot of Lauren Geissler’s experience
5.33 Leandro Papone
Job title: Business development manager ebusiness research
Associated: True
Socials: https://linkedin.com/in/leandro-papone-3802ab2
5.33.1 Leandro Papone’s working period at metrixlab
5.33.2 Gantt plot of Leandro Papone’s experience
5.34 Marco Pasqualina
Job title: Sales leader | managing director | data and insights | enterprise technology | channel sales
Associated: False
Socials: https://linkedin.com/in/marcopasqualina | https://linkedin.com/in/marco-pasqualina-654565
5.34.1 Marco Pasqualina’s working period at metrixlab
5.34.2 Gantt plot of Marco Pasqualina’s experience
5.35 Margriet Brand
Job title: Senior research manager and teamleader product innovation
Associated: True
Socials: https://linkedin.com/in/margriet-brand-73219a6
5.35.1 Margriet Brand’s working period at metrixlab
5.35.2 Gantt plot of Margriet Brand’s experience
5.36 Marieke Sijbertsma-Meerbeek
Job title: Research manager and team leader media and advertising
Associated: False
Socials: https://linkedin.com/in/marieke-sijbertsma-meerbeek-b467227
5.36.1 Marieke Sijbertsma-Meerbeek’s working period at metrixlab
5.36.2 Gantt plot of Marieke Sijbertsma-Meerbeek’s experience
5.37 Marko Kalis
Job title: Team leader product innovation
Associated: True
Socials: https://linkedin.com/in/markokalis | https://facebook.com/markokalis
5.37.1 Marko Kalis’s working period at metrixlab
5.37.2 Gantt plot of Marko Kalis’s experience
5.38 Marla Wert
Job title: Vice president, client director
Associated: False
Socials: https://linkedin.com/in/marlawert
5.38.1 Marla Wert’s working period at metrixlab
5.38.2 Gantt plot of Marla Wert’s experience
5.39 Martin Ash
Job title: Group lead, entertainment sector
Associated: True
Socials: https://twitter.com/dynamicmarty | https://linkedin.com/in/martin-ash-56621329
5.39.1 Martin Ash’s working period at metrixlab
5.39.2 Gantt plot of Martin Ash’s experience
5.40 Maurits Moti
Job title: Client director
Associated: True
Socials: https://linkedin.com/in/maurits-moti | https://twitter.com/mauritsmoti | https://linkedin.com/in/maurits-moti-00442522
5.40.1 Maurits Moti’s working period at metrixlab
5.40.2 Gantt plot of Maurits Moti’s experience
5.41 Michele Mcdonald
Job title: Group senior vice president
Associated: True
Socials: https://linkedin.com/in/michelemcdonald
5.41.1 Michele Mcdonald’s working period at metrixlab
5.41.2 Gantt plot of Michele Mcdonald’s experience
5.42 Michelle De Montigny
Job title: Evp, us and global commercial strategy
Associated: True
Socials: https://linkedin.com/in/michelle-de-montigny-91abb81 | https://facebook.com/michelle.demontigny
5.42.1 Michelle De Montigny’s working period at metrixlab
5.42.2 Gantt plot of Michelle De Montigny’s experience
5.43 Michelle O’Neill
Job title: Senior vice president, client strategy
Associated: False
Socials: https://linkedin.com/in/michelleoneill42
5.43.1 Michelle O’Neill’s working period at metrixlab
5.43.2 Gantt plot of Michelle O’Neill’s experience
5.44 Mike Nugent
Job title: Vice president, client director
Associated: True
Socials: https://linkedin.com/in/mike-nugent-815b3b3
5.44.1 Mike Nugent’s working period at metrixlab
5.44.2 Gantt plot of Mike Nugent’s experience
5.45 Mohammed Basha
Job title: Senior .human resources
Associated: True
Socials: https://linkedin.com/in/mohammed-khaleel-a3548420
5.45.1 Mohammed Basha’s working period at metrixlab
5.45.2 Gantt plot of Mohammed Basha’s experience
5.46 Monica Reed
Job title: Senior project manager and global sourcing
Associated: True
Socials: https://linkedin.com/in/reedmonica | https://linkedin.com/in/monica-reed-00788510
5.46.1 Monica Reed’s working period at metrixlab
5.46.2 Gantt plot of Monica Reed’s experience
5.47 Pieter Van Der Gouwe
Job title: Managing director at metrixlab
Associated: True
Socials: https://linkedin.com/in/pieter-van-der-gouwe-a2a2295 | https://linkedin.com/in/ptvandergouwe
5.47.1 Pieter Van Der Gouwe’s working period at metrixlab
5.47.2 Gantt plot of Pieter Van Der Gouwe’s experience
5.48 Pim Van Leeuwen
Job title: Director of client strategy and growth
Associated: True
Socials: https://linkedin.com/in/pimleeuwen
5.48.1 Pim Van Leeuwen’s working period at metrixlab
5.48.2 Gantt plot of Pim Van Leeuwen’s experience
5.49 Robert Wilhelm
Job title: Board member and investor
Associated: False
Socials: https://linkedin.com/in/robertwilhelm | https://facebook.com/robert.wilhelm.nl | https://linkedin.com/in/robert-wilhelm-b01107 | https://twitter.com/rpwilhelm
5.49.1 Robert Wilhelm’s working period at metrixlab
5.49.2 Gantt plot of Robert Wilhelm’s experience
5.50 Samantha Muscia
Job title: Senior research manager and product innovation team leader
Associated: True
Socials: https://facebook.com/samantha.muscia | https://linkedin.com/in/samantha-muscia-82349a5b
5.50.1 Samantha Muscia’s working period at metrixlab
5.50.2 Gantt plot of Samantha Muscia’s experience
5.51 Samy Boudjedra
Job title: Senior vice president sales
Associated: True
Socials: https://linkedin.com/in/samy-boudjedra-2b791a4
5.51.1 Samy Boudjedra’s working period at metrixlab
5.51.2 Gantt plot of Samy Boudjedra’s experience
5.52 Sanne Handgraaf
Job title: Research manager product innovation
Associated: True
Socials: https://linkedin.com/in/shandgraaf
5.52.1 Sanne Handgraaf’s working period at metrixlab
5.52.2 Gantt plot of Sanne Handgraaf’s experience
5.53 Selin Varol
Job title: Senior research manager and social insights consultant
Associated: True
Socials: https://linkedin.com/in/selin-varol-26379341 | https://linkedin.com/in/svarol
5.53.1 Selin Varol’s working period at metrixlab
5.53.2 Gantt plot of Selin Varol’s experience
5.54 Shireen Abad
Job title: Stagiair
Associated: True
Socials: https://linkedin.com/in/shireen-abad
5.54.1 Shireen Abad’s working period at metrixlab
5.54.2 Gantt plot of Shireen Abad’s experience
5.55 Thijs Elias
Job title: Director sales and marketing
Associated: True
Socials: https://linkedin.com/in/thijs-elias-6ab1b
5.55.1 Thijs Elias’s working period at metrixlab
5.55.2 Gantt plot of Thijs Elias’s experience
5.56 Thijs Elias
Job title: Chief executive officer at metrixlab and executive officer at macromill inc
Associated: True
Socials: https://linkedin.com/in/thijs-elias-440210
5.56.1 Thijs Elias’s working period at metrixlab
5.56.2 Gantt plot of Thijs Elias’s experience
5.57 Vinay Rao
Job title: Senior client director
Associated: True
Socials: https://linkedin.com/in/vinay-rao-19703811 | https://linkedin.com/in/vinayraometrixlab
5.57.1 Vinay Rao’s working period at metrixlab
5.57.2 Gantt plot of Vinay Rao’s experience
5.58 Vincent Blaney
Job title: Managing director - australia and new zealand
Associated: True
Socials: https://linkedin.com/in/vincent-blaney-59a42016 | https://linkedin.com/in/vincentblaney
5.58.1 Vincent Blaney’s working period at metrixlab
5.58.2 Gantt plot of Vincent Blaney’s experience
5.59 Vincent Borst
Job title: Client director
Associated: False
Socials: https://linkedin.com/in/vincent-borst-059844
5.59.1 Vincent Borst’s working period at metrixlab
5.59.2 Gantt plot of Vincent Borst’s experience
5.60 Walter Idema
Job title: Research manager npd and shopper research
Associated: True
Socials: https://linkedin.com/in/walter-idema-b2230b9